Shen-Huan Lyu

According to our database, Shen-Huan Lyu authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Interpreting Deep Forest through Feature Contribution and MDI Feature Importance.

Yi-Xiao He, Shen-Huan Lyu, Yuan Jiang

CoRR, 2023

On the Consistency Rate of Decision Tree Learning Algorithms.

Qin-Cheng Zheng, Shen-Huan Lyu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Improving generalization of deep neural networks by leveraging margin distribution.

Shen-Huan Lyu, Lu Wang, Zhi-Hua Zhou

Neural Networks, 2022

Depth is More Powerful than Width with Prediction Concatenation in Deep Forest.

Shen-Huan Lyu, Yi-Xiao He, Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Improving Deep Forest by Exploiting High-order Interactions.

Yi-He Chen, Shen-Huan Lyu, Yuan Jiang

Proceedings of the IEEE International Conference on Data Mining, 2021

2019

A Refined Margin Distribution Analysis for Forest Representation Learning.

Shen-Huan Lyu, Liang Yang, Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019